Glossary

1. Suspiciously high performance

AUC-ROC > 0.95 on a real-world problem demands investigation - Compare to published benchmarks for similar problems

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Intermediate Data Science — Case Study 2: The Data Leakage Detective

Related Terms

"Did the retention offer work?" $537,600/month in retained revenue 1. Preprocessing 14.2% 2,735 False Alarms and That Is Fine 2. Characterize your data. 2. Feature importance dominance 2. Primary Metric and Guardrail Metrics

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